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Python client for Dremio. See https://dremio.com

Project description

Dremio client

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The un-official python client for Dremio’s REST API. This enables both administrators and data scientists to get the most out of Dremio in Python

Features

  • Cross platform support

  • All Pythons between 2.7 - 3.7 supported

  • Full support for Dremio’s REST API

  • Optional Support for Dremio’s ODBC or experimental Arrow Flight capabilities

  • Rich config file support via confuse yaml config library. Simple to create a client (config stored in a yaml file)

    from dremio_client import init
    client = init() # initialise connectivity to Dremio via config file
    catalog = client.data # fetch catalog
    vds = catalog.space.vds.get() # fetch a specific dataset
    df = vds.query() # query the first 1000 rows of the dataset and return as a DataFrame
    pds = catalog.source.pds.get() # fetch a physical dataset
    pds.metadata_refresh() # refresh metadata on that dataset
    
  • CLI interface for integration with scripts

    $ dremio_client query --sql 'select * from sys.options'
    {'results':results}
    $ dremio_client refresh-metadata --table 'my.vds.name'
    {'result':'ok'}
    
  • Catalog autocompletion in Jupyter Notebooks

https://raw.github.com/rymurr/dremio_client/master/docs/images/autocomplete.gif

Status

This is still alpha software and is relatively incomplete. Contributions in the form of Github Issues or Pull requests are welcome. See CONTRIBUTING

TODO

  • see issues

History

0.1.0 (2019-07-04)

  • First code, unreleased.

0.2.4 (2019-08-13)

  • Alpha quality release with partial implementation of features. First PyPI release.

0.3.0 (2019-08-14)

  • Beta quality release for GET based endpoints

0.5.0 (2019-10-30)

  • Most endpoint supported
  • flight support with tls & auth
  • minor bugfixes

0.6.3 (2020-01-29)

  • All endpoints supported
  • lots of bugfixes
  • utilities for building spaces/folders vds
  • removed recordclass library in favor of attrs

0.8.4 (2020-01-29)

  • history re-written

0.8.8 (2020-02-19)

  • minor bug fixes

0.8.9 (2020-02-19)

  • ensure use correct name for Spaces

0.8.11 (2020-03-09)

  • bug fixes when creating sources and folders

0.9.2 (2020-03-17)

  • add promote endpoint
  • update versions from pyup

0.10.1 (2020-03-19)

  • fix ssl verify flag in cli

0.11.1 (2020-04-09)

  • a number of bug fixes and improvements from the community

0.12.0 (2020-04-22)

  • add graph endpoint and cli flag
  • add more detailed exception handling

0.12.1 (2020-05-04)

  • few bug fixes and API extensions

0.13.0 (2020-05-21)

  • add version flag
  • upgrades and additions to some commands

0.13.1 (2020-05-21)

  • simplify delete cli command

0.13.2 (2020-05-22)

  • bugfixes

0.13.3 (2020-09-07)

  • fix wlm bug
  • bump dependencies

0.13.6 (2020-09-16)

  • add new apis
  • version bumps

0.14.0 (2021-04-01)

  • add new apis
  • version bumps
  • docs updates
  • fix to query to produce correct pandas data frame
  • fix to cli, dup args

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